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hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware.

, , , , , , , , , , , , and . IoT Streams/ITEM@PKDD/ECML, volume 1325 of Communications in Computer and Information Science, page 189-200. Springer, (2020)

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Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate., , , , , , , , , and 15 other author(s). CoRR, (2019)The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity., , , , , , , , , and . CoRR, (2022)Heidelberg Spiking Datasets., , , and . (May 2022)Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate., , , , , , , , , and 2 other author(s). CoRR, (2020)Demonstrating Analog Inference on the BrainScaleS-2 Mobile System., , , , , , , , , and 1 other author(s). CoRR, (2021)The Heidelberg spiking datasets for the systematic evaluation of spiking neural networks., , , and . CoRR, (2019)Surrogate gradients for analog neuromorphic computing., , , , , , , , , and 2 other author(s). Proc. Natl. Acad. Sci. USA, 119 (4): e2109194119 (2022)Demonstrating Analog Inference on the BrainScaleS-2 Mobile System., , , , , , , , , and 1 other author(s). IEEE Open J. Circuits Syst., (2022)The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks., , , and . IEEE Trans. Neural Networks Learn. Syst., 33 (7): 2744-2757 (2022)Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate., , , , , , , , , and 15 other author(s). ISCAS, page 1-5. IEEE, (2020)